Run
510813

Run 510813

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122.9194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0672
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.222
Cross-validation details (10-fold Crossvalidation)
Recall
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0174
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.267
UserCPU time millis testing
0.021
UserCPU time millis training
0.246